An ANN Based Approach for efficient power consumption Monitoring: IoT Power Consumption algorithm

Abstract

IoT is a cutting edge technology, where many applications are built on the top of usability of internet. It help
in device monitoring, its electricity consumption and how it can be used for further planning of household energy
consumption. Internet help in sharing information with a frequent interval of time. Smart home and energy consumption
monitoring help in planning for further usage, cost utilization etc. In previous usability approach, there are technique
such as genetic algorithm, Apriori frequent pattern finding approach, Some hybrid approach is used. A lacking in finding
exactness in the solution provided is lacking in approaches. They exhibit low accuracy monitoring with other
consumption parameter. In this paper an Enhance ANN approach which is based on finding optimal usage is performed.
Working towards the noise removal and then finding optimal data usage in power consumption is performed by the work.
The experiment evaluation is performed on Java framework and parameter such as accuracy, precision etc were
performed for efficiency monitoring of proposed work. A real time hardware implementation further left for the future
work.